MATLAB Modeling of Induction Motor
Budget: €100 – €101 EUR
I am an Italian university student working on a project for an academic exam, but I am having some difficulties completing it on my own.
For this project, I must use MATLAB(version R2024a)/Simulink to model and analyze a three-phase squirrel cage induction motor, following a reference scientific paper that serves as the basis for the work.
The motor needs to be studied under the following three operating conditions:
Healthy condition
Unbalanced supply voltage (with voltage unbalance of 20 V and 40 V)
Broken rotor bar fault
For each condition, I need to obtain time-domain plots of:
Rotor speed
Electromagnetic torque
A, B, and C phase stator currents
Then, I must perform FFT analysis to generate the frequency-domain spectra of these signals for all three conditions.
After that, the project requires developing a fault detection system:
First, a threshold-based method to recognize when a fault occurs.
Then, an extension using machine learning (Random Forest) to automatically detect and classify the type of fault.
Deliverables:
MATLAB/Simulink model (.slx)
MATLAB scripts (if needed)
Plots (time-domain and FFT)
A short explanation or report describing the implementation and results
Preferred skills:
MATLAB / Simulink (mandatory)
Simscape Electrical
Signal processing and FFT analysis
Machine learning (Random Forest)
Delivery time: about 7–10 days
Budget: around €100 (negotiable)
I would also appreciate if the freelancer could add comments or explanations in the model/code so I can understand the workflow and learn from it.
For this project, I must use MATLAB(version R2024a)/Simulink to model and analyze a three-phase squirrel cage induction motor, following a reference scientific paper that serves as the basis for the work.
The motor needs to be studied under the following three operating conditions:
Healthy condition
Unbalanced supply voltage (with voltage unbalance of 20 V and 40 V)
Broken rotor bar fault
For each condition, I need to obtain time-domain plots of:
Rotor speed
Electromagnetic torque
A, B, and C phase stator currents
Then, I must perform FFT analysis to generate the frequency-domain spectra of these signals for all three conditions.
After that, the project requires developing a fault detection system:
First, a threshold-based method to recognize when a fault occurs.
Then, an extension using machine learning (Random Forest) to automatically detect and classify the type of fault.
Deliverables:
MATLAB/Simulink model (.slx)
MATLAB scripts (if needed)
Plots (time-domain and FFT)
A short explanation or report describing the implementation and results
Preferred skills:
MATLAB / Simulink (mandatory)
Simscape Electrical
Signal processing and FFT analysis
Machine learning (Random Forest)
Delivery time: about 7–10 days
Budget: around €100 (negotiable)
I would also appreciate if the freelancer could add comments or explanations in the model/code so I can understand the workflow and learn from it.